Profiling Report

Dataset statistics

Number of variables	9
Number of observations	165166
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	12
Duplicate rows (%)	< 0.1%
Total size in memory	12.6 MiB
Average record size in memory	80.0 B

Variable types

Numeric	9

Alerts

Dataset has 12 (< 0.1%) duplicate rows	Duplicates
`voltage` is highly overall correlated with `current` and 2 other fields	High correlation
`current` is highly overall correlated with `voltage` and 2 other fields	High correlation
`workstation_cpu` is highly overall correlated with `voltage` and 3 other fields	High correlation
`workstation_gpu` is highly overall correlated with `workstation_cpu`	High correlation
`workstation_ram` is highly overall correlated with `voltage` and 2 other fields	High correlation
`esp32_temperature` has 27910 (16.9%) zeros	Zeros
`workstation_cpu` has 92498 (56.0%) zeros	Zeros
`workstation_gpu` has 142018 (86.0%) zeros	Zeros
`workstation_ram` has 92498 (56.0%) zeros	Zeros

Reproduction

Analysis started	2023-07-25 11:42:18.863134
Analysis finished	2023-07-25 11:42:23.866033
Duration	5 seconds
Software version	ydata-profiling vv4.3.2
Download configuration	config.json

voltage
Real number (ℝ)

HIGH CORRELATION

Distinct	5855
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120.04762

Minimum	118.2
Maximum	120.52632
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.5 MiB

Quantile statistics

Minimum	118.2
5-th percentile	119.8
Q1	119.99665
median	120.05664
Q3	120.15088
95-th percentile	120.48571
Maximum	120.52632
Range	2.3263158
Interquartile range (IQR)	0.15423153

Descriptive statistics

Standard deviation	0.24040811
Coefficient of variation (CV)	0.0020026062
Kurtosis	7.9926749
Mean	120.04762
Median Absolute Deviation (MAD)	0.0776898
Skewness	-2.0783572
Sum	19827785
Variance	0.057796059
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
120.2	4788	2.9%
120.5	3215	1.9%
120.1	1739	1.1%
120.1982143	865	0.5%
120.1964286	741	0.4%
120.1982456	719	0.4%
120	691	0.4%
120.1946429	691	0.4%
120.05	683	0.4%
120.1928571	643	0.4%
Other values (5845)	150391	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
118.2	3	< 0.1%
118.2545455	1	< 0.1%
118.2636364	1	< 0.1%
118.2681818	1	< 0.1%
118.275	3	< 0.1%
118.2840909	3	< 0.1%
118.2860465	1	< 0.1%
118.2886364	1	< 0.1%
118.2909091	1	< 0.1%
118.2931818	1	< 0.1%

Value	Count	Frequency (%)
120.5263158	1	< 0.1%
120.525	1	< 0.1%
120.5157895	1	< 0.1%
120.5142857	1	< 0.1%
120.5140351	1	< 0.1%
120.5125	3	< 0.1%
120.5122807	1	< 0.1%
120.5107143	1	< 0.1%
120.5105263	2	< 0.1%
120.5089286	7	< 0.1%

current
Real number (ℝ)

HIGH CORRELATION

Distinct	20279
Distinct (%)	12.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.79875057

Minimum	0.02
Maximum	1.59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.5 MiB

Quantile statistics

Minimum	0.02
5-th percentile	0.13
Q1	0.62684211
median	0.92027523
Q3	0.94375
95-th percentile	1.0505937
Maximum	1.59
Range	1.57
Interquartile range (IQR)	0.31690789

Descriptive statistics

Standard deviation	0.24079029
Coefficient of variation (CV)	0.30145868
Kurtosis	1.5638647
Mean	0.79875057
Median Absolute Deviation (MAD)	0.11814582
Skewness	-1.2679018
Sum	131926.44
Variance	0.057979965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.13	11336	6.9%
0.62125	544	0.3%
0.6214285714	486	0.3%
0.6210714286	477	0.3%
0.6216071429	415	0.3%
0.6214035088	410	0.2%
0.6212280702	396	0.2%
0.6210526316	396	0.2%
0.6208928571	346	0.2%
0.6215789474	340	0.2%
Other values (20269)	150020	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	58	< 0.1%
0.02	48	< 0.1%
0.1269642857	1	< 0.1%
0.1275	1	< 0.1%
0.1280357143	1	< 0.1%
0.1285714286	1	< 0.1%
0.1296428571	1	< 0.1%
0.13	11336	6.9%
0.1998214286	1	< 0.1%
0.2601785714	1	< 0.1%

Value	Count	Frequency (%)
1.59	1	< 0.1%
1.439464286	1	< 0.1%
1.421754386	1	< 0.1%
1.421403509	1	< 0.1%
1.391785714	1	< 0.1%
1.380175439	1	< 0.1%
1.333928571	1	< 0.1%
1.325964912	1	< 0.1%
1.321428571	1	< 0.1%
1.312321429	1	< 0.1%

frequency
Real number (ℝ)

Distinct	3313
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.965275

Minimum	59.8
Maximum	60.046429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.5 MiB

Quantile statistics

Minimum	59.8
5-th percentile	59.926667
Q1	59.950909
median	59.967647
Q3	59.982143
95-th percentile	59.996491
Maximum	60.046429
Range	0.24642857
Interquartile range (IQR)	0.031233766

Descriptive statistics

Standard deviation	0.021984268
Coefficient of variation (CV)	0.00036661665
Kurtosis	0.69872949
Mean	59.965275
Median Absolute Deviation (MAD)	0.015371809
Skewness	-0.67131828
Sum	9904224.6
Variance	0.00048330805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	3857	2.3%
59.975	2369	1.4%
59.97142857	2365	1.4%
59.97678571	2348	1.4%
59.97321429	2309	1.4%
59.96785714	2287	1.4%
59.96964286	2255	1.4%
59.9625	2253	1.4%
59.97857143	2251	1.4%
59.98035714	2212	1.3%
Other values (3303)	140660	85.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
59.8	1	< 0.1%
59.8	2	< 0.1%
59.8	1	< 0.1%
59.8010989	1	< 0.1%
59.80315789	1	< 0.1%
59.80357143	1	< 0.1%
59.805	1	< 0.1%
59.80535714	1	< 0.1%
59.80816327	1	< 0.1%
59.81071429	1	< 0.1%

Value	Count	Frequency (%)
60.04642857	2	< 0.1%
60.04464286	1	< 0.1%
60.04347826	1	< 0.1%
60.04285714	1	< 0.1%
60.04205607	1	< 0.1%
60.0322314	1	< 0.1%
60.02654867	1	< 0.1%
60.0254902	1	< 0.1%
60.02105263	1	< 0.1%
60.01964286	1	< 0.1%

energy
Real number (ℝ)

Distinct	57998
Distinct (%)	35.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	135.37721

Minimum	0
Maximum	432.50481
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.5 MiB

Quantile statistics

Minimum	0
5-th percentile	13.784
Q1	69.61
median	136.68
Q3	188.35
95-th percentile	265.28268
Maximum	432.50481
Range	432.50481
Interquartile range (IQR)	118.74

Descriptive statistics

Standard deviation	80.15435
Coefficient of variation (CV)	0.59208156
Kurtosis	0.31323276
Mean	135.37721
Median Absolute Deviation (MAD)	59.82
Skewness	0.46603792
Sum	22359712
Variance	6424.7198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
136.93	136	0.1%
136.62	136	0.1%
137.21	136	0.1%
136.74	136	0.1%
136.82	136	0.1%
136.85	136	0.1%
137.4	136	0.1%
137.1	136	0.1%
136.46	136	0.1%
137.43	136	0.1%
Other values (57988)	163806	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.02	6	< 0.1%
0.02819047619	1	< 0.1%
0.03	5	< 0.1%
0.03641509434	1	< 0.1%
0.04	4	< 0.1%
0.04	1	< 0.1%
0.04470588235	1	< 0.1%
0.05	6	< 0.1%
0.05653543307	1	< 0.1%

Value	Count	Frequency (%)
432.5048056	1	< 0.1%
432.5033333	1	< 0.1%
432.50145	1	< 0.1%
432.4995667	1	< 0.1%
432.4978167	1	< 0.1%
432.4959833	1	< 0.1%
432.49415	1	< 0.1%
432.4924	1	< 0.1%
432.4905333	1	< 0.1%
432.4887333	1	< 0.1%

power_factor
Real number (ℝ)

Distinct	7013
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.85834136

Minimum	0
Maximum	0.97125
Zeros	106
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0.32035714
Q1	0.86160714
median	0.89678571
Q3	0.91105263
95-th percentile	0.96071429
Maximum	0.97125
Range	0.97125
Interquartile range (IQR)	0.049445489

Descriptive statistics

Standard deviation	0.15110143
Coefficient of variation (CV)	0.17603886
Kurtosis	8.7496339
Mean	0.85834136
Median Absolute Deviation (MAD)	0.033452381
Skewness	-3.1657734
Sum	141768.81
Variance	0.022831643
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.32	2836	1.7%
0.32	2274	1.4%
0.9	1297	0.8%
0.86	1211	0.7%
0.8992857143	1016	0.6%
0.8991071429	1012	0.6%
0.8996428571	1004	0.6%
0.8994642857	969	0.6%
0.8989285714	968	0.6%
0.8985714286	900	0.5%
Other values (7003)	151679	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	106	0.1%
0.18	1	< 0.1%
0.2992857143	1	< 0.1%
0.30125	1	< 0.1%
0.3046428571	1	< 0.1%
0.3147368421	2	< 0.1%
0.3150877193	1	< 0.1%
0.3151785714	2	< 0.1%
0.3152631579	2	< 0.1%
0.3153571429	1	< 0.1%

Value	Count	Frequency (%)
0.97125	1	< 0.1%
0.9710526316	3	< 0.1%
0.9708928571	3	< 0.1%
0.970877193	5	< 0.1%
0.9707142857	3	< 0.1%
0.9707017544	6	< 0.1%
0.9705357143	15	< 0.1%
0.9705263158	11	< 0.1%
0.9703571429	21	< 0.1%
0.9703508772	13	< 0.1%

esp32_temperature
Real number (ℝ)

ZEROS

Distinct	14063
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.122302

Minimum	0
Maximum	53.3333
Zeros	27910
Zeros (%)	16.9%
Negative	0
Negative (%)	0.0%
Memory size	2.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	26.54
median	32.838929
Q3	33.87
95-th percentile	34.970526
Maximum	53.3333
Range	53.3333
Interquartile range (IQR)	7.33

Descriptive statistics

Standard deviation	13.259469
Coefficient of variation (CV)	0.48887697
Kurtosis	0.54051986
Mean	27.122302
Median Absolute Deviation (MAD)	1.5723214
Skewness	-1.0841636
Sum	4479682.1
Variance	175.81351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27910	16.9%
53.3333	659	0.4%
33.88	475	0.3%
33.91946429	451	0.3%
33.92928571	416	0.3%
33.93910714	415	0.3%
33.89964286	399	0.2%
33.90946429	388	0.2%
33.90964286	371	0.2%
33.87982143	350	0.2%
Other values (14053)	133332	80.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27910	16.9%
22.18543478	1	< 0.1%
22.70982143	1	< 0.1%
22.71122807	1	< 0.1%
22.71982143	1	< 0.1%
22.72982143	1	< 0.1%
22.73070175	1	< 0.1%
22.73982143	3	< 0.1%
22.74017857	1	< 0.1%
22.74052632	1	< 0.1%

Value	Count	Frequency (%)
53.3333	659	0.4%
53.3333	2	< 0.1%
53.2455807	1	< 0.1%
53.17589333	1	< 0.1%
53.02864194	1	< 0.1%
53.01315085	1	< 0.1%
53.00543115	1	< 0.1%
53.0037339	1	< 0.1%
52.99996667	1	< 0.1%
52.99070833	1	< 0.1%

workstation_cpu
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34029
Distinct (%)	20.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1543831

Minimum	0
Maximum	48.828571
Zeros	92498
Zeros (%)	56.0%
Negative	0
Negative (%)	0.0%
Memory size	2.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4.742489
95-th percentile	9.0597784
Maximum	48.828571
Range	48.828571
Interquartile range (IQR)	4.742489

Descriptive statistics

Standard deviation	3.2681706
Coefficient of variation (CV)	1.5169867
Kurtosis	2.5360367
Mean	2.1543831
Median Absolute Deviation (MAD)	0
Skewness	1.5655673
Sum	355830.84
Variance	10.680939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	92498	56.0%
0.3357142857	63	< 0.1%
0.3446428571	62	< 0.1%
0.6339285714	62	< 0.1%
0.3428571429	61	< 0.1%
0.6607142857	60	< 0.1%
0.625	59	< 0.1%
0.6232142857	59	< 0.1%
0.6625	58	< 0.1%
0.3589285714	57	< 0.1%
Other values (34019)	72127	43.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	92498	56.0%
0.1	1	< 0.1%
0.1571428571	1	< 0.1%
0.1714285714	1	< 0.1%
0.1833333333	1	< 0.1%
0.1857142857	2	< 0.1%
0.1866666667	1	< 0.1%
0.19375	1	< 0.1%
0.1941176471	1	< 0.1%
0.2	1	< 0.1%

Value	Count	Frequency (%)
48.82857143	1	< 0.1%
33.66315789	1	< 0.1%
27.94321429	1	< 0.1%
26.42178571	1	< 0.1%
25.95892857	1	< 0.1%
25.5325	1	< 0.1%
25.2675	1	< 0.1%
25.25947368	1	< 0.1%
23.9777193	1	< 0.1%
23.34678571	1	< 0.1%

workstation_gpu
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1208
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.032610643

Minimum	0
Maximum	6.375
Zeros	142018
Zeros (%)	86.0%
Negative	0
Negative (%)	0.0%
Memory size	2.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.24561404
Maximum	6.375
Range	6.375
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.17149738
Coefficient of variation (CV)	5.258939
Kurtosis	189.20629
Mean	0.032610643
Median Absolute Deviation (MAD)	0
Skewness	11.23747
Sum	5386.1694
Variance	0.029411351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	142018	86.0%
0.01785714286	4013	2.4%
0.01754385965	2189	1.3%
0.03571428571	1255	0.8%
0.0350877193	722	0.4%
0.0007142857143	511	0.3%
0.000701754386	424	0.3%
0.25	346	0.2%
0.3214285714	337	0.2%
0.008333333333	298	0.2%
Other values (1198)	13053	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	142018	86.0%
0.0001754385965	29	< 0.1%
0.0001785714286	39	< 0.1%
0.0003333333333	11	< 0.1%
0.000350877193	27	< 0.1%
0.0003571428571	27	< 0.1%
0.0004166666667	1	< 0.1%
0.0004347826087	2	< 0.1%
0.0004761904762	1	< 0.1%
0.0005263157895	23	< 0.1%

Value	Count	Frequency (%)
6.375	1	< 0.1%
5.545454545	1	< 0.1%
5.523364486	1	< 0.1%
5.272727273	1	< 0.1%
5.224489796	1	< 0.1%
5.125	1	< 0.1%
4.658333333	1	< 0.1%
4.6	1	< 0.1%
4.596491228	1	< 0.1%
4.541666667	1	< 0.1%

workstation_ram
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	41043
Distinct (%)	24.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.453643

Minimum	0
Maximum	54.916071
Zeros	92498
Zeros (%)	56.0%
Negative	0
Negative (%)	0.0%
Memory size	2.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	37.279464
95-th percentile	44.1
Maximum	54.916071
Range	54.916071
Interquartile range (IQR)	37.279464

Descriptive statistics

Standard deviation	18.882479
Coefficient of variation (CV)	1.1476169
Kurtosis	-1.7662416
Mean	16.453643
Median Absolute Deviation (MAD)	0
Skewness	0.33886863
Sum	2717582.3
Variance	356.54801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	92498	56.0%
29	240	0.1%
28.2	236	0.1%
27.4	209	0.1%
26	192	0.1%
28.3	191	0.1%
27.2	191	0.1%
26.3	187	0.1%
28.7	180	0.1%
27.9	170	0.1%
Other values (41033)	70872	42.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	92498	56.0%
8.366666667	1	< 0.1%
9.6225	1	< 0.1%
10.028	1	< 0.1%
10.036	1	< 0.1%
10.044	1	< 0.1%
10.48813084	1	< 0.1%
10.49337838	1	< 0.1%
10.75489796	1	< 0.1%
11.01625	1	< 0.1%

Value	Count	Frequency (%)
54.91607143	1	< 0.1%
54.30178571	1	< 0.1%
54.15263158	1	< 0.1%
53.80178571	1	< 0.1%
53.59649123	1	< 0.1%
53.50892857	1	< 0.1%
53.34035088	1	< 0.1%
53.22105263	1	< 0.1%
53.20714286	1	< 0.1%
53.2	3	< 0.1%

Auto

Heatmap
Table

	voltage	current	frequency	energy	power_factor	esp32_temperature	workstation_cpu	workstation_gpu	workstation_ram
voltage	1.000	-0.925	0.132	-0.145	-0.145	0.282	-0.690	-0.326	-0.640
current	-0.925	1.000	-0.003	0.051	0.012	-0.339	0.651	0.260	0.666
frequency	0.132	-0.003	1.000	-0.004	0.018	0.033	0.007	0.000	0.015
energy	-0.145	0.051	-0.004	1.000	0.470	0.223	0.428	0.175	0.354
power_factor	-0.145	0.012	0.018	0.470	1.000	0.217	0.410	0.292	0.215
esp32_temperature	0.282	-0.339	0.033	0.223	0.217	1.000	0.005	0.134	-0.051
workstation_cpu	-0.690	0.651	0.007	0.428	0.410	0.005	1.000	0.546	0.877
workstation_gpu	-0.326	0.260	0.000	0.175	0.292	0.134	0.546	1.000	0.360
workstation_ram	-0.640	0.666	0.015	0.354	0.215	-0.051	0.877	0.360	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	voltage	current	frequency	energy	power_factor	esp32_temperature	workstation_cpu	workstation_gpu	workstation_ram
fecha_servidor
2021-05-05 22:05:00	119.996610	0.975085	59.984746	0.00000	0.876780	0.0	0.0	0.0	0.0
2021-05-05 22:06:00	120.017391	0.946957	59.991304	0.00000	0.865652	0.0	0.0	0.0	0.0
2021-05-05 22:14:00	119.986667	1.031333	60.000000	0.02000	0.896000	0.0	0.0	0.0	0.0
2021-05-05 22:15:00	120.035000	0.955200	59.996000	0.02000	0.869300	0.0	0.0	0.0	0.0
2021-05-05 22:16:00	120.034545	0.942545	59.966364	0.02000	0.862909	0.0	0.0	0.0	0.0
2021-05-05 22:17:00	120.045370	0.942593	59.979630	0.02000	0.863056	0.0	0.0	0.0	0.0
2021-05-05 22:18:00	120.037838	0.942252	59.963964	0.02000	0.862613	0.0	0.0	0.0	0.0
2021-05-05 22:19:00	120.050467	0.938692	59.985047	0.02000	0.860748	0.0	0.0	0.0	0.0
2021-05-05 22:20:00	120.069524	0.937048	59.976190	0.02819	0.859714	0.0	0.0	0.0	0.0
2021-05-05 22:21:00	120.046018	0.937876	59.953982	0.03000	0.860354	0.0	0.0	0.0	0.0

	voltage	current	frequency	energy	power_factor	esp32_temperature	workstation_cpu	workstation_gpu	workstation_ram
fecha_servidor
2021-12-04 08:09:00	119.200000	0.933380	59.908264	235.449273	0.941488	50.674905	9.579669	0.0	36.792479
2021-12-04 08:10:00	119.194167	0.948433	59.963333	233.724767	0.942833	51.560157	10.471667	0.0	36.726083
2021-12-04 08:11:00	119.197500	0.935225	59.976667	233.726533	0.941417	50.648122	9.704583	0.0	36.800417
2021-12-04 08:12:00	119.197500	0.940833	59.917500	233.728200	0.943000	50.226827	10.211167	0.0	36.838833
2021-12-04 08:13:00	119.200000	0.935092	59.939167	233.729992	0.942333	51.004602	9.439000	0.0	36.851000
2021-12-04 08:14:00	119.190000	0.934358	59.965000	233.731750	0.941583	50.800899	9.674000	0.0	36.842500
2021-12-04 08:15:00	119.206667	0.929358	59.920000	233.733467	0.941250	50.962935	9.644000	0.0	36.877583
2021-12-04 08:16:00	119.184034	0.924244	59.996639	231.979832	0.941597	50.513513	9.083109	0.0	36.667815
2021-12-04 08:17:00	119.200000	0.925192	59.950000	233.736933	0.941333	51.374973	9.120750	0.0	36.758500
2021-12-04 08:18:00	119.196154	0.927231	59.896154	233.738000	0.941538	53.333300	8.710000	0.0	36.764231

Most frequently occurring

	voltage	current	frequency	energy	power_factor	esp32_temperature	# duplicates
0	120.000000	0.94	60.000000	16.60	0.86	0.000000	2
1	120.496429	0.13	59.976786	136.65	0.32	34.440357	2
2	120.498214	0.13	59.975000	137.03	0.32	34.361607	2
3	120.498214	0.13	59.983929	136.88	0.32	34.106071	2
4	120.500000	0.13	59.969643	136.65	0.32	34.500000	2
5	120.500000	0.13	59.985714	137.12	0.32	33.998036	2
6	120.500000	0.13	59.985965	137.13	0.32	33.976842	2
7	120.500000	0.13	59.987500	136.66	0.32	34.460179	2
8	120.500000	0.13	59.991071	137.02	0.32	34.420536	2
9	120.500000	0.13	59.996491	136.42	0.32	34.005789	2

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring